Evidence map›Paper›PMID 42671111›Full record

ArticleInvestigative ophthalmology & visual science2026

Stress Inference in Retinal Pigment Epithelium in C57BL/6J Mouse.

Isaac Goodspeed, Yixuan Li, M Shane Hutson, Micah A Chrenek, Jeffrey H Boatright, John M Nickerson, Yi Jiang

Abstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Isaac GoodspeedDepartment of Mathematics and Statistics, Georgia State University, Atlanta, Georgia, United States.
Yixuan LiDepartment of Mathematics and Statistics, Georgia State University, Atlanta, Georgia, United States.
M Shane HutsonDepartment of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee, United States.
Micah A ChrenekDepartment of Ophthalmology, Emory University, Atlanta, Georgia, United States.
Jeffrey H BoatrightDepartment of Ophthalmology, Emory University, Atlanta, Georgia, United States.
John M NickersonDepartment of Ophthalmology, Emory University, Atlanta, Georgia, United States.
Yi JiangDepartment of Mathematics and Statistics, Georgia State University, Atlanta, Georgia, United States.

Funding

P30-Core Grant for Vision Research Core CP30EY006360 · NEI · EMORY UNIVERSITY · PI BOATRIGHT, JEFFREY H · 1986 to 2025
$15.3M
VIsion Science Training in AtlantaT32EY007092 · NEI · EMORY UNIVERSITY · PI Machelle T. Pardue · 1985 to 2026
$4.6M
Ocular Growth, Emmetropia, and Interphotoreceptor Retinoid-Binding Protein (IRBP)R01EY021592 · NEI · EMORY UNIVERSITY · PI BOATRIGHT, JEFFREY H, IUVONE, P MICHAEL · 2013 to 2021
$3.3M
Cellular Integration of Information in the Detection and Response to Epithelial DamageR01GM130130 · NIGMS · VANDERBILT UNIVERSITY · PI HUTSON, M. SHANE, PAGE-MCCAW, ANDREA · 2018 to 2025
$2.9M
The RPE and Recovery of the Blood Retina BarrierR01EY028450 · NEI · EMORY UNIVERSITY · PI BOATRIGHT, JEFFREY H, GROSSNIKLAUS, HANS E. · 2018 to 2022
$2.4M
Exercise-induced Retinal NeuroprotectionR01EY028859 · NEI · EMORY UNIVERSITY · PI BOATRIGHT, JEFFREY H, PARDUE, MACHELLE T. · 2018 to 2021
$2.0M
NEI NIH HHS P30 EY006360NEI NIH HHS R01 EY021592NEI NIH HHS R01 EY028450NEI NIH HHS R01 EY028859NEI NIH HHS T32 EY007092NIGMS NIH HHS R01 GM130130RRD VA I01 RX002806RRD VA I21 RX001924
6 · The paper itself

Abstract

Purpose: To quantitatively map the spatial architecture of mechanical stress and pressure in the retinal pigment epithelium (RPE) and to test the central hypothesis that the mechanical state of normal mouse RPE is spatially patterned from center to periphery and that this spatial pattern is maintained during adult aging. Methods: Whole-mount flat images of C57BL/6J mouse RPE spanning multiple age groups were analyzed using a tissue-scale stress inference framework under the assumption of mechanical equilibrium. Individual RPE cells were segmented, intercellular junctions were skeletonized, and the resulting geometric networks were used to estimate local intracellular pressure and junctional tension. Radial profiles of these mechanical fields were computed from the tissue center to the periphery and systematically compared across age groups. Results: Inferred intracellular pressure exhibited a robust and monotonic decrease from the central to peripheral RPE across all age groups, whereas junctional tension displayed no consistent radial dependence. We did not detect substantial age-associated changes in the inferred pressure and tension profiles among the usable flatmounts analyzed, consistent with apparent preservation of the large-scale mechanical organization across the ages examined. Conclusions: Tissue stress inference revealed robust spatial patterning in inferred RPE mechanics, characterized by a pronounced decline in inferred intracellular pressure toward the periphery and relatively uniform junctional tension across the tissue. No strong age-associated changes were detected in the inferred mechanical profiles, suggesting that the spatial mechanical signatures of the RPE are largely preserved across the ages studied. Together, these data establish a quantitative biomechanical baseline against which AMD- or genotype-associated remodeling of RPE mechanics can be evaluated.

Indexed as

AgingRetinal Pigment EpitheliumStress, MechanicalAnimalsMiceMice, Inbred C57BL

Identifiers

PMID42671111
PMCPMC13533293

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.